Manuel Pérez-Carrasco

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Feature Representation

Multiple Sources

Anomaly Detection

Learning Models

Top Venues

Int. J. Digit. Earth

Publications

Manuel Pérez-Carrasco, Guillermo Cabrera-Vives, Lorena Hernández-García, Francisco Förster, Paula Sánchez-Sáez, Alejandra Muñoz Arancibia, Nicolás Astorga, Franz E. Bauer, Amelia Bayo, Martina Cádiz-Leyton, Márcio Catelán
Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories. CoRR (2023)
Guillermo Cabrera-Vives, César Bolivar, Francisco Förster, Alejandra Muñoz Arancibia, Manuel Pérez-Carrasco, Esteban Reyes
Domain Adaptation via Minimax Entropy for Real/Bogus Classification of Astronomical Alerts. CoRR (2023)
Manuel Pérez-Carrasco, Pavlos Protopapas, Guillermo Cabrera-Vives
DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations. CoRR (2022)
Manuel Pérez-Carrasco, Bruno Karelovic, Roberto Molina, Rodrigo Saavedra, Pierluigi Cerulo, Guillermo Cabrera-Vives
Precision silviculture: use of UAVs and comparison of deep learning models for the identification and segmentation of tree crowns in pine crops. Int. J. Digit. Earth 15 (1) (2022)
Manuel Pérez-Carrasco, Guillermo Cabrera-Vives, Pavlos Protopapas, Nicolas Astorga, Marouan Belhaj
Adversarial Variational Domain Adaptation. CoRR (2019)